Ecosystem monitoring through predictive modeling S Malek, C Hui, N Aziida, S Cheen, S Toh, P Milow Academic Press, 2019 | 15 | 2019 |
Predicting 30-day mortality after an acute coronary syndrome (ACS) using machine learning methods for feature selection, classification and visualisation N Aziida, S Malek, F Aziz, KS Ibrahim, S Kasim Sains Malaysiana 50 (3), 753-768, 2021 | 11 | 2021 |
Sequential classification of aviation safety occurrences with natural language processing A Nanyonga, H Wasswa, U Turhan, O Molloy, G Wild AIAA AVIATION 2023 Forum, 4325, 2023 | 10 | 2023 |
Natural language processing and deep learning models to classify phase of flight in aviation safety occurrences A Nanyonga, H Wasswa, O Molloy, U Turhan, G Wild 2023 IEEE Region 10 Symposium (TENSYMP), 1-6, 2023 | 7 | 2023 |
Comparative Analysis of Topic Modeling Techniques on ATSB Text Narratives Using Natural Language Processing A Nanyonga, H Wasswa, U Turhan, K Joiner, G Wild 2024 3rd International Conference for Innovation in Technology (INOCON), 1-7, 2024 | 1 | 2024 |
Phase of Flight Classification in Aviation Safety Using LSTM, GRU, and BiLSTM: A Case Study with ASN Dataset A Nanyonga, H Wasswa, G Wild 2023 International Conference on High Performance Big Data and Intelligent …, 2023 | 1 | 2023 |
Topic Modeling Analysis of Aviation Accident Reports: A Comparative Study between LDA and NMF Models A Nanyonga, H Wasswa, W Graham 2023 3rd International Conference on Smart Generation Computing …, 2023 | 1 | 2023 |
Preliminary study on application of machine learning method in predicting survival versus non-survival after myocardial infarction in Malaysian population KS Ibrahim, M Sorayya, N Aziida, SK Sazzli International Journal of Cardiology 273, 8, 2018 | 1 | 2018 |
Preserving Seasonal and Trend Information: A Variational Autoencoder-Latent Space Arithmetic Based Approach for Non-Stationary Learning H Wasswa, A Nanyonga, T Lynar 2024 IEEE Region 10 Symposium (TENSYMP), 1-6, 2024 | | 2024 |
Exploring Aviation Incident Narratives Using Topic Modeling and Clustering Techniques A Nanyonga, H Wasswa, U Turhan, K Joiner, G Wild 2024 IEEE Region 10 Symposium (TENSYMP), 1-6, 2024 | | 2024 |
Comparative Study of Deep Learning Architectures for Textual Damage Level Classification A Nanyonga, H Wasswa, G Wild 2024 11th International Conference on Signal Processing and Integrated …, 2024 | | 2024 |
Impact of Latent Space Dimension on IoT Botnet Detection Performance: VAE-Encoder Versus ViT-Encoder H Wasswa, A Nanyonga, T Lynar 2024 3rd International Conference for Innovation in Technology (INOCON), 1-6, 2024 | | 2024 |
Aviation Safety Enhancement via NLP & Deep Learning: Classifying Flight Phases in ATSB Safety Reports A Nanyonga, H Wasswa, G Wild 2023 Global Conference on Information Technologies and Communications (GCITC …, 2023 | | 2023 |
Impact of Dataset Size & Data Source on Aviation Safety Incident Prediction Models with Natural Language Processing A Nanyonga, G Wild 2023 Global Conference on Information Technologies and Communications (GCITC …, 2023 | | 2023 |
IoT Botnet Detection: Application of Vision Transformer to Classification of Network Flow Traffic H Wasswa, T Lynar, A Nanyonga, H Abbass 2023 Global Conference on Information Technologies and Communications (GCITC …, 2023 | | 2023 |
Survival Versus Non-Survival Prediction After Acute Coronary Syndrome in Malaysian Population Using Machine Learning Technique N Aziida PQDT-Global, 2019 | | 2019 |
Survival versus non-survival prediction after acute coronary syndrome in Malaysian population using machine learning technique/Nanyonga Aziida A Nanyonga Universiti Malaya, 2019 | | 2019 |